All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators

Simple item page
dc.contributor.authorDenis-Le Coarer, Florian
dc.contributor.authorSciamanna, Marc
dc.contributor.authorKatumba, Andrew
dc.contributor.authorFreiberger, Matthias
dc.contributor.authorDambre, Joni
dc.contributor.authorBienstman, Peter
dc.contributor.authorRontani, Damien
dc.date.accessioned2022-11-27T17:11:40Z
dc.date.available2022-11-27T17:11:40Z
dc.date.issued2018
dc.description.abstractWe present in our work numerical results on the performance of a 4 × 4 swirl-topology photonic reservoir integrated on a silicon chip. Nonlinearmicroring resonators are used as nodes. We analyze the performance of such a reservoir on a classical nonlinear Boolean task (the delayed XOR task) for: various designs of the reservoir in terms of lengths of the waveguides between consecutive nodes, and various injection parameters (injected power and optical detuning). From this analysis, we find that this kind of reservoir can perform–for a large variety of parameters–the delayed XOR task at 20 Gb/s with bit error rates lower than 10−3 and an averaged injection power lower than 2.5 mW.en_US
dc.identifier.citationDenis-Le Coarer, F., Sciamanna, M., Katumba, A., Freiberger, M., Dambre, J., Bienstman, P., & Rontani, D. (2018). All-optical reservoir computing on a photonic chip using silicon-based ring resonators. IEEE Journal of Selected Topics in Quantum Electronics, 24(6), 1-8.en_US
dc.identifier.urihttps://ieeexplore.ieee.org/abstract/document/8359197/
dc.identifier.urihttps://nru.uncst.go.ug/handle/123456789/5486
dc.language.isoenen_US
dc.publisherIEEE Journal of Selected Topics in Quantum Electronicsen_US
dc.subjectReservoir computingen_US
dc.subjectSilicon photonicsen_US
dc.subjectRing resonatorsen_US
dc.titleAll-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonatorsen_US
dc.typeArticleen_US
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
All-Optical Reservoir Computing on a Photonic Chip.pdf
Size:
751.44 KB
Format:
Adobe Portable Document Format
Description:
Article
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download
Collections
Engineering and Technology